Evidence status
Validated resultEach public statement is labelled by what it establishes—not by a generic pass or fail.
Validated, reduced, Engine-native, extending and negative results remain distinct.
Challenge LINUREvidence · Public register
A result is useful only when you can see what it proves.
This register contains the complete 14-application public portfolio. Every number appears beside the evidence class that supports it and the claim boundary that limits it.
Immutable first
Engine-native resultMeasurements and provenance enter the evidence registry before they can affect a model.
Frozen gaps become predeclared experiments, then target-blind improvements and independent transfer tests.Certificate ≠ physics
Reduced interpretable resultA numerical or algebraic certificate is not a physical-accuracy claim.
Physical error and hardware authority require their own separately reported evidence.Matter & Life · validated local topology
A local result with a deliberately narrow claim.
From connectivity alone, LINUR derives regular four-coordinate topology and transfers it across newly opened rubredoxin structures. This does not establish a complete protein fold or an X-ray electron-density reconstruction.
Validated resultEngine-native result
- External structures
- 16 / 16
- Median angular MAE
- 4.97°
- Target-specific fits
- 0
Open the technical evidence boundary
Reduced scale. A general UFF adapter estimated the Fe–S bond scale with 0.0195 Å MAE. It is a reduced empirical result, not an Engine-derived absolute length.
Negative whole-fold result. The earlier whole-fold model did not pass its conjunction gate.
Weak dose response. The single-drive 8 Å network improved zero-response RMS by only 1.52%; the 7 Å and 9 Å variants were worse than zero response.
Pending continuation. The frozen 30OH/30OR local comparison remains pending. LINUR does not claim the Max Planck electron-density result.
Matter & Life · A14 regression evidence
Conditional Fe–S₄ Molecular Reconstruction
Reduced interpretable resultExtension in progress
CALIBRATED CONDITIONAL RECONSTRUCTION / REGRESSION COMPARISON
Given Fe–S₄ connectivity, the sealed tetrahedral topology and one independently published ferric-tetrathiolate scale, LINUR reconstructed the dominant local geometry with zero target-specific fits. Across two regression structures, Fe–S bond-length MAE was 0.0218–0.0330 Å. The stricter complete-coordinate gate did not yet pass, identifying the protein-environment physics still required.
Connectivity-only sealed tetrahedral topology · 109.4712206° · zero target-specific fits.
One independent ferric-tetrathiolate scale · 2.284 ± 0.002 Å · frozen before scoring.
9TA4 0.1684 Å · 9TA6 0.1661 Å aligned local RMSD · frozen gate 0.15 Å.
StructureBond MAEMaximum errorLocal RMSD
9TA40.0218 Å0.0364 Å0.1684 Å
9TA60.0330 Å0.0688 Å0.1661 Å
Numerical certificate. 1.13 × 10⁻¹⁶ relative build-bond residual. This is a coordinate numerical certificate, not a physical-accuracy claim.
Next sealed gap. R5BR-XW sealed the next missing layer: a protein-environment Hamiltonian and bounded continuous solver. This is the next target-blind development layer before independent transfer.
Evidence boundary. The scale is calibrated, and 9TA4/9TA6 are previously opened regression structures—not new blind targets. This does not establish measurement-free absolute scale, exact complete structures, a full protein fold or replacement of X-ray crystallography.
Public evidence statements
Status, public boundary, limit.
Domain / resultStatusPublic boundaryLimit
Materials & Devices · A01Graphene / Floquet materials
Reduced interpretable result
375 exact-grid cases: 276 certified and 99 failed closed; largest admitted lattice 99,900 sites.
Conventional Dirac/Floquet/Haldane physics under LINUR certification—not experimental validation, a new microscopic law, a quantum-computer replacement or a comparative speed claim.
Energy & Fields · A02Battery charging
Reduced interpretable result
Eight held-out discharges: 68.86 mV voltage RMSE and 1.55 °C temperature RMSE. Selected protocol reduced simulated charge time 17.47% under the declared 45 °C constraint.
Conventional DFN/P2D model only; no new battery microscopic physics, hardware, charging-safety or lifetime authority.
Materials & Devices · A03Ni-63 betavoltaic
Negative result
The measurement-free device prediction overestimated measured output by 8.018×.
No admitted physical device-performance or full-3D transport claim. An earlier exact match depended on one calibrated coefficient and is not presented as a prediction.
Energy & Fields · A04Passive wire antenna
Validated result
Against independent NEC2++: 0.799 dB mean S11-curve RMSE, 10.42 MHz resonance MAE, 0.0269 dB forward-gain MAE and 0.286 dB front/back MAE.
Zero target-specific fits. This is a computational cross-solver comparison—not antenna hardware validation.
Energy & Fields · A05Steerable antenna array
Negative result
32 cases: beam error 19.25° versus 0.25° in NEC; pattern RMSE 6.32 dB. Only the front/back gate passed.
No array or hardware claim. The result is retained as an explicit missing-operator and problem-definition finding.
Energy & Fields · A06Wireless power transfer
Reduced interpretable result
Median reduced-model efficiency rose from 2.52% to 6.16%, a median relative uplift of 77.8%.
Research result only. Segment convergence is insufficient for an absolute continuum-efficiency claim; no skin/proximity, ferrite, shield, tissue, thermal, EMC, power-electronics or hardware authority.
Matter & Life · A07CO₂ photoreduction
Extension in progress
Execution stopped before target data were opened because required adsorption, reaction-coordinate, solvent, photochemical-transition, kinetic, selectivity, yield and stability operators were unavailable.
No CO₂ conversion claim. This is a transparent no-go result, not a successful application.
Energy & Fields · A08Phase-shifted DFB laser
Validated result
QWS threshold 19.81556 mA versus the published 19.78 mA: 0.1798% relative difference.
Historical reconstruction—not a new blind experiment. No linewidth, thermal, spontaneous-emission, above-threshold power, fabrication or hardware authority.
Matter & Life · A09Six-anchor electrochemical impedance
Reduced interpretable result
Best admitted lane reached median held-out complex NRMSE 0.3196; the stricter lane rejected all 519 spectra.
Six measured anchors per spectrum are required. No measurement-free chemistry, microscopic uniqueness or pH authority.
Matter & Life · A10Calibrated pH readout
Validated result
Five closed pH labels after four-record calibration: MAE 0.1199 pH and RMSE 0.1606 pH.
pH keeps its standard definition. This is not a proton-activity derivation, universal chemistry model or first-principles pH result.
Energy & Fields · A11Eight-port ECRH control
Reduced interpretable result
A 10% request is infeasible inside 0.8% symmetric headroom; exact global saturation returns 0.8%. A declared 20% authority envelope delivers the full 10% request.
Reduced open-loop result only. No plasma deposition, MHD, fast-particle, divertor, hardware, delay/noise or closed-loop robustness validation.
Matter & Life · A123,030-nuclide isotope table
Reduced interpretable result
Binding MAE 58.92 keV/A; stability AUC 0.9041; half-life MAE 2.4455 log₁₀ s; decay-mode accuracy 83.24% on 2,762 labels.
Mixed result. The zero-fit physical mass, stability, Q-value and lifetime lane remains unavailable; no claim of predicting isotope lifetimes from geometry is made.
Cosmic Systems · A13Galaxy, cluster and expansion data
Reduced interpretable result
Mixed science: conventional RAR slightly beat the closure-shaped mapping in both radial cohorts, and the expansion deformation did not beat flat ΛCDM.
No new-gravity claim. Weak lensing, BAO/SN distance observables, strong-field and black-hole predictions remain unfinished.
Matter & Life · A14Molecular coordination topology
Validated result
All 16 eligible external Zn–S₄ structures passed the frozen angular and normalized-topology panel limits.
Local coordination topology only—not a complete protein fold, absolute bond length or X-ray electron-density reconstruction.
Status language
Explicit badges. No silent promotion.
Validated resultReduced interpretable resultEngine-native resultExtension in progressNegative result
Audit the boundary